SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

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Showing 1001–1025 of 14297 papers

TitleStatusHype
Geo-Localization via Ground-to-Satellite Cross-View Image RetrievalCode1
Geometrically Mappable Image FeaturesCode1
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate HallucinationsCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
Adaptive label-aware graph convolutional networks for cross-modal retrievalCode1
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge BasesCode1
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective PartitioningCode1
Adaptive Information Seeking for Open-Domain Question AnsweringCode1
A Novel Ridge Detector for Nonstationary Multicomponent Signals: Development and Application to Robust Mode RetrievalCode1
GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image RecognitionCode1
DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy MinimizationCode1
Decouple knowledge from parameters for plug-and-play language modelingCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
Google Landmarks Dataset v2 - A Large-Scale Benchmark for Instance-Level Recognition and RetrievalCode1
Data-Efficient Multimodal Fusion on a Single GPUCode1
GPR1200: A Benchmark for General-Purpose Content-Based Image RetrievalCode1
A Novel Geo-Localization Method for UAV and Satellite Images Using Cross-View Consistent AttentionCode1
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
Dataflow-Guided Retrieval Augmentation for Repository-Level Code CompletionCode1
G-RAG: Knowledge Expansion in Material ScienceCode1
Graph Convolution for Re-ranking in Person Re-identificationCode1
Graph-Embedding Empowered Entity RetrievalCode1
DAS: Densely-Anchored Sampling for Deep Metric LearningCode1
DAPR: A Benchmark on Document-Aware Passage RetrievalCode1
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based LocalizationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified